Run
8877850

Run 8877850

Task 145801 (Supervised Classification) sick Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-NaiveBayes.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9473
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9629
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6715
Cross-validation details (10-fold Crossvalidation)
KB relative information score
464.3133
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.062
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9624
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9637
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9637
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5383
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1747
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7287
Cross-validation details (10-fold Crossvalidation)